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Trying BEst
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Trying BEst

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Vinay0905/README.md

Typing SVG

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๐Ÿš€ About Me

  • ๐ŸŽ“ ECE undergrad from Chennai, at the intersection of AI, systems, and computer vision
  • ๐Ÿง  Building RAG chatbots, agentic LangGraph workflows, and YOLOv8-based safety systems
  • ๐Ÿ› ๏ธ Love stitching FastAPI backends with ML pipelines and real-world sensors (ESP32-CAM)
  • ๐Ÿ’ก Research-style, debug-heavy engineer: optimizing pipelines, latency & reliability end-to-end
  • ๐ŸŽฏ Long-term goal: AI + Hardware generalist โ€” from RTL to RAG in one day

๐Ÿ› ๏ธ Tech Stack

๐Ÿค– AI / ML

Python PyTorch TensorFlow scikit-learn OpenCV LangChain HuggingFace

๐Ÿงฉ Backend & DevOps

FastAPI Docker MongoDB GitHub Actions Streamlit

๐Ÿ’ป Languages & Tools

Java C++ VSCode Azure Google Cloud


๐Ÿ“Š GitHub Stats




๐Ÿ† GitHub Trophies


๐Ÿ—๏ธ Featured Projects

๐Ÿš€ Project ๐Ÿ“ Description ๐Ÿ› ๏ธ Stack
๐Ÿงณ AI_TRIPPLANNER Agentic AI travel assistant with itinerary planning & expense tracking LangGraph, LangChain, Python
๐Ÿ‘จโ€๐Ÿซ RAG_TEACHER AI teaching assistant with document-grounded Q&A via RAG FastAPI, Streamlit, RAG
๐ŸŸ Fish-Detection-YOLOv8 YOLOv8-based fish species detection from images & video YOLOv8, OpenCV, Python
๐Ÿ” phishing-detection ML-based phishing email classifier with feature engineering scikit-learn, Python
๐Ÿงฉ REST_microservice Production-grade REST microservice with Docker & CI/CD FastAPI, MongoDB, Docker
๐Ÿ’ป LeetCode_Hope 400+ LeetCode solutions with pattern-based reasoning Java

๐Ÿ Contribution Snake

github contribution snake

๐Ÿ”ฅ What I'm Working On

  • ๐Ÿงฉ Agentic RAG with LangGraph + multi-index vector DBs for smarter, "thinking" chatbots
  • ๐Ÿ“ธ AI safety systems using OpenCV tracking + YOLOv8 for real-world camera pipelines
  • ๐Ÿงฎ Grinding LeetCode (400+) for DSA mastery and placement prep
  • โ˜๏ธ Deepening expertise in Azure AI Engineer (AI-102) and Google Gen AI stacks

๐Ÿ“ซ Let's Connect

Platform Link
๐ŸŒ Portfolio vinay0905.github.io/newportfolio
๐Ÿ’ผ LinkedIn naga-vinay-0905nva1915
๐Ÿ“ง Email nagavinay0905@gmail.com
๐Ÿ“ Location Chennai, Tamil Nadu, India

"Trying Best" โ€” one more commit, one more experiment, one more iteration.

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  1. AI_TRIPPLANNER AI_TRIPPLANNER Public

    ๐Ÿงณ An agentic AI travel assistant built using LangGraph and LangChain. It helps users plan personalized itineraries while tracking expenses โ€” built for smart explorers!

    Python 3

  2. REST_microservice REST_microservice Public

    Production-ready REST microservice for customer and order management with MongoDB, Docker, CI/CD, and comprehensive testing

    Python 3 1

  3. RAG_TEACHER RAG_TEACHER Public

    AI-powered teaching assistant using RAG (Retrieval-Augmented Generation) with FastAPI backend and Streamlit frontend

    Python 3

  4. Fish-Detection-YOLOv8 Fish-Detection-YOLOv8 Public

    Welcome to the Fish-Detection-YOLOv8 repository! This project focuses on detecting fish species using the YOLOv8 object detection algorithm. It aims to provide accurate and efficient fish detectionโ€ฆ

    Python 55 7

  5. Regression_ML_EndtoEnd Regression_ML_EndtoEnd Public

    End-to-end ML pipeline for housing price prediction with XGBoost, deployed on Google Cloud Run with Supabase integration. Features REST API, Streamlit dashboard, MLflow experiment tracking, and comโ€ฆ

    Jupyter Notebook 6 1

  6. Plagarism_CODEPRO Plagarism_CODEPRO Public

    Modular code plagiarism detector using Winnowing (MOSSโ€‘style), multiโ€‘language support, Streamlit UI, FastAPI API, and Dockerized deployment for academic and coding platform use.

    Python